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Manikandan Ravikiran

Explore Manikandan Ravikiran on AI.info.

• The Audit Decides the Verdict: Instrument Effects Rival Demographic Bias in LLM Decision Audits
• When Models Defer to Wrong Answers: A Robustness Audit of Source-Attributed Cues in Multiple-Choice QA